{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8e84eb0323fa","filters":{"venue":"Plastic Surgery International"}},"results":[{"id":"W2025072094","doi":"10.1155/2013/146764","title":"Complements and the Wound Healing Cascade: An Updated Review","year":2013,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":299,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Wound healing; Medicine; Inflammation; Complement (music); Augment; Wound care; Intensive care medicine; Bioinformatics; Surgery; Immunology; Biology","authors":[{"name":"Hani Sinno","is_ca":true},{"name":"Satya Prakash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04948017310085252,"gpt":0.3326801552275782,"spread":0.2831999821267256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003043305,0.0000978046,0.0002388164,0.00006123598,0.00009007766,0.00004328572,0.00005171512,0.00002447353,0.001903417],"category_scores_gemma":[0.0003575768,0.00006027871,0.00005217368,0.00005946203,0.00007140738,0.00009345264,0.00002316647,0.00009845262,0.0001413055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482343,"about_ca_system_score_gemma":0.00004822071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004660709,"about_ca_topic_score_gemma":0.00001222476,"domain_scores_codex":[0.9990775,0.00005813481,0.0002886704,0.0001576669,0.0002741058,0.000143927],"domain_scores_gemma":[0.9985476,0.001016144,0.00008052554,0.0001187668,0.0001313597,0.000105584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00088607,0.001106158,0.7109885,0.0007972779,0.002505603,0.0001725354,0.0005707903,0.0000209494,0.0001475741,0.005526183,0.2472365,0.03004188],"study_design_scores_gemma":[0.009162922,0.0001637983,0.8428877,0.004256828,0.0008013398,0.001351677,0.0002429987,0.01813987,0.00009578067,0.001660284,0.1207284,0.0005083983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848119,0.001629202,0.0001336589,0.0101088,0.001411292,0.0004625528,0.00002889522,0.00005425626,0.001359459],"genre_scores_gemma":[0.9954665,0.0008748118,0.000124392,0.002401482,0.0001732482,0.00006037287,0.0005684452,0.0000106188,0.0003201314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318992,"threshold_uncertainty_score":0.999009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984682013","doi":"10.1155/2012/252368","title":"Complications of Blepharoplasty: Prevention and Management","year":2012,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Blepharoplasty; Medicine; Eyelid; Ptosis; Entropion; Ectropion; Surgery","authors":[{"name":"James H. Oestreicher","is_ca":true},{"name":"Sonul Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03762259738836066,"gpt":0.3145348514832967,"spread":0.2769122540949361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001999098,0.00006121952,0.0001285921,0.0002421606,0.00002220677,0.000006293777,0.0000274264,0.00002835588,0.000245683],"category_scores_gemma":[0.0002776732,0.00005845394,0.00006080851,0.00008545857,0.00004078538,0.0001028856,0.00002707299,0.00004003132,0.0000198097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002907729,"about_ca_system_score_gemma":0.00001840272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002598926,"about_ca_topic_score_gemma":5.246445e-7,"domain_scores_codex":[0.9993445,0.00001545367,0.0002332551,0.00008431878,0.0002229784,0.00009954678],"domain_scores_gemma":[0.9991493,0.0005368658,0.00008019265,0.00007276329,0.00008689724,0.00007396846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410566,0.0007179617,0.8785656,0.0001020059,0.0002861089,0.000005068051,0.00009183545,0.000002510627,0.002029029,0.03956116,0.02071958,0.05777808],"study_design_scores_gemma":[0.0002199444,0.00001624976,0.8474451,0.0001650466,0.00003774282,0.00005224202,0.00003854841,0.0003110156,0.00174952,0.0001961501,0.1496916,0.00007679837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017766,0.0001770331,0.02328224,0.002407055,0.002784754,0.0003536503,0.00004143155,0.0001659626,0.06901125],"genre_scores_gemma":[0.9977955,0.0001737409,0.001208636,0.0001657493,0.00003544143,0.00003277523,0.00007693694,0.000006696465,0.0005045381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.128972,"threshold_uncertainty_score":0.2690057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063470259","doi":"10.1155/2014/618313","title":"The Effectiveness of Modified Cottle Maneuver in Predicting Outcomes in Functional Rhinoplasty","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Rhinoplasty; Medicine; Surgery; Nose","authors":[{"name":"Elaine Fung","is_ca":true},{"name":"Paul Hong","is_ca":true},{"name":"Corey C. Moore","is_ca":true},{"name":"S. Mark Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01976841954907567,"gpt":0.2514454726977836,"spread":0.231677053148708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001581401,0.0001138195,0.0003365781,0.0002246025,0.00004565863,0.000009570211,0.00006017197,0.00004731663,0.00005090043],"category_scores_gemma":[0.008161793,0.00007896911,0.0001060355,0.0001522509,0.00008272765,0.00006927169,0.00004423876,0.0001689781,0.000009751699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008103522,"about_ca_system_score_gemma":0.00005239207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005285488,"about_ca_topic_score_gemma":0.00006864258,"domain_scores_codex":[0.9986873,0.0001729989,0.0004109082,0.0001750661,0.0003720373,0.0001816846],"domain_scores_gemma":[0.9636893,0.03600102,0.00009535337,0.00008957225,0.00009130339,0.00003344537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009379411,0.0001633799,0.995144,0.0000439428,0.000089122,0.000009614946,0.00001760883,0.001021011,0.0002831008,0.001210018,0.0001591111,0.0009211131],"study_design_scores_gemma":[0.000711643,0.00002402252,0.9927137,0.0002455959,0.000009770682,0.000008529797,0.00003208057,0.004904129,0.0005658811,0.0002150555,0.0005026829,0.00006693978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994004,0.00002704617,0.0005971658,0.0001638757,0.002978335,0.0001032679,0.00001116087,0.00001749423,0.002097639],"genre_scores_gemma":[0.9996182,0.00001851564,0.00000976992,0.00002671626,0.00009534146,0.00004207711,0.00002343809,0.000008877862,0.0001570774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03582802,"threshold_uncertainty_score":0.9771019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2619310677","doi":"10.1155/2017/9458741","title":"Plastic Surgery Inclusion in the Undergraduate Medical Curriculum: Perception, Challenges, and Career Choice—A Comparative Study","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"McGill University","keywords":"Inclusion (mineral); Curriculum; Perception; Medical education; Medicine; Surgery; Psychology; Pedagogy","authors":[{"name":"Mohammed Farid","is_ca":false},{"name":"Roberta Vaughan","is_ca":false},{"name":"Susan Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1066667085861972,"gpt":0.3499051920849568,"spread":0.2432384834987596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003841843,0.0001375456,0.0002841325,0.0001993044,0.001317698,0.0002107427,0.0008990464,0.00009332071,0.0003886886],"category_scores_gemma":[0.01491717,0.0001055018,0.00006836381,0.000079552,0.0005802071,0.0003511997,0.0007302868,0.0002827639,0.00003309067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206733,"about_ca_system_score_gemma":0.0002217831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023864,"about_ca_topic_score_gemma":0.01949187,"domain_scores_codex":[0.9961263,0.0004639027,0.0002866678,0.0002910049,0.002570781,0.0002613667],"domain_scores_gemma":[0.9839299,0.01538385,0.0001703949,0.0001787729,0.0001913356,0.0001457496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003506248,0.0004968601,0.9270397,0.00001162831,0.0000776318,0.0001651032,0.04729704,0.00000563049,7.642446e-7,0.001145493,0.01042067,0.01330445],"study_design_scores_gemma":[0.000344532,0.00002385269,0.9220209,0.000165186,0.00002870476,0.000006523942,0.06647472,0.0002730608,1.720093e-7,0.0004506117,0.01007107,0.0001407184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791979,0.0001784373,0.00003004417,0.009725211,0.005651115,0.0001409139,0.000009704469,0.00002425212,0.005042486],"genre_scores_gemma":[0.9980981,0.0009005251,0.00000239306,0.0001570704,0.0007348254,0.00002016786,0.00002401621,0.000004772655,0.00005811939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01917769,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068017611","doi":"10.1155/2014/281923","title":"Aesthetic Surgery Training during Residency in the United States: A Comparison of the Integrated, Combined, and Independent Training Models","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Training (meteorology); Residency training; Medical education; Medicine; Computer science; Geography; Continuing education","authors":[{"name":"Arash Momeni","is_ca":false},{"name":"Rebecca Y. Kim","is_ca":false},{"name":"Derrick C. Wan","is_ca":false},{"name":"Ali Izadpanah","is_ca":true},{"name":"Gordon K. Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08906414539893946,"gpt":0.2996575416433624,"spread":0.2105933962444229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264235,0.000165271,0.000436222,0.0004384817,0.00009013696,0.00004155665,0.0001465971,0.00007474283,0.00008646065],"category_scores_gemma":[0.00195366,0.0001042756,0.0001381283,0.0004576159,0.0001381401,0.00009888295,0.00003982076,0.000381287,0.000002025527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005168679,"about_ca_system_score_gemma":0.0001361751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215948,"about_ca_topic_score_gemma":0.00006620188,"domain_scores_codex":[0.9978983,0.0002706074,0.0007172883,0.0002233758,0.000646685,0.0002437716],"domain_scores_gemma":[0.9915327,0.007858982,0.0002404833,0.0001632059,0.0001287631,0.00007585961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00119489,0.0004284809,0.8708062,0.00009279294,0.000129041,0.00006450283,0.02872988,0.07109634,0.00007007853,0.005548745,0.0001648829,0.0216742],"study_design_scores_gemma":[0.002183362,0.00004305647,0.4049622,0.001187939,0.00004935999,0.0002338074,0.01198973,0.5767478,0.00004988028,0.001445497,0.0008991571,0.000208177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968026,0.00003144016,0.0006809976,0.001087661,0.0005763709,0.0001280374,0.000007882194,0.00002892528,0.0006560772],"genre_scores_gemma":[0.9995187,0.00001870661,0.0000299785,0.0002458025,0.00004642218,0.00001782513,0.00008389493,0.00001678394,0.00002189875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056515,"threshold_uncertainty_score":0.4252236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039745240","doi":"10.1155/2012/913807","title":"The Long-Term Effects of Mandibular Distraction Osteogenesis on Developing Deciduous Molar Teeth","year":2012,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Molar; Medicine; Distraction osteogenesis; Dentistry; Dental arch; Distraction; Orthodontics; Osteotomy; Deciduous teeth; Dentition","authors":[{"name":"Paul Hong","is_ca":true},{"name":"M. Elise Graham","is_ca":true},{"name":"James Belyea","is_ca":true},{"name":"S. Mark Taylor","is_ca":true},{"name":"Donald B. Kearns","is_ca":false},{"name":"Michael Bezuhly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009998648248159821,"gpt":0.2545300131443433,"spread":0.2445313648961835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009290499,0.0001009339,0.0000866532,0.00003695826,0.00008697973,0.00001686399,0.00008364445,0.00005533748,0.0000172332],"category_scores_gemma":[0.0005302479,0.00007663388,0.00008722438,0.00003551496,0.00003316548,0.00000617756,0.00003151111,0.00003233975,0.00001594722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002700095,"about_ca_system_score_gemma":0.00003004098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001089985,"about_ca_topic_score_gemma":0.00001224066,"domain_scores_codex":[0.9993601,0.00002906706,0.0001571998,0.0001220532,0.0001747111,0.0001568197],"domain_scores_gemma":[0.9991571,0.0005577773,0.00009110683,0.0001040672,0.0000511049,0.00003882491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462915,0.0002433355,0.9505168,0.00002848099,0.0003691973,0.000008735556,0.00002015915,0.00002223509,0.02825064,0.0002552847,0.0002973618,0.0197415],"study_design_scores_gemma":[0.0002151707,0.00003361597,0.9201103,0.00004247985,0.00002531219,0.00001073509,0.00000720938,0.000007285344,0.07785814,0.00001462548,0.001579711,0.00009542219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940657,0.0003851426,0.002950223,0.00003551739,0.002334545,0.00007289814,0.00001878601,0.000005071994,0.0001321417],"genre_scores_gemma":[0.9990794,0.0003891638,0.00002449344,0.00002475036,0.0001711231,0.00002302737,0.0002013016,0.000011118,0.00007561954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0496075,"threshold_uncertainty_score":0.3125039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166026311","doi":"10.1155/2013/243853","title":"Complements C3 and C5 Individually and in Combination Increase Early Wound Strength in a Rat Model of Experimental Wound Healing","year":2013,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Wound healing; Breaking strength; Rat model; Medicine; Biomedical engineering; Surgery; Materials science; Internal medicine; Composite material","authors":[{"name":"Hani Sinno","is_ca":true},{"name":"Meenakshi Malhotra","is_ca":true},{"name":"Justyn Lutfy","is_ca":true},{"name":"Barbara Jardin","is_ca":true},{"name":"Sebastian Winocour","is_ca":true},{"name":"Fadi Brimo","is_ca":true},{"name":"Lorne Beckman","is_ca":true},{"name":"Kevin Watters","is_ca":true},{"name":"Anie Philip","is_ca":true},{"name":"Bruce A. Williams","is_ca":true},{"name":"Satya Prakash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04157920672397885,"gpt":0.3007620379612167,"spread":0.2591828312372378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001938829,0.0001170995,0.0002475683,0.0003897392,0.00002860075,0.0000368443,0.00003350494,0.00004835444,0.00007947841],"category_scores_gemma":[0.0002176263,0.0001144304,0.00002308791,0.00007720633,0.00005457093,0.0001713774,0.00004176936,0.0001053203,0.000003632334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301379,"about_ca_system_score_gemma":0.00007931496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644915,"about_ca_topic_score_gemma":0.0001178397,"domain_scores_codex":[0.9989263,0.00003593073,0.0003947684,0.0001939909,0.0002935239,0.000155439],"domain_scores_gemma":[0.9988412,0.000845788,0.00009907273,0.0000603374,0.00006417661,0.00008947844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002229343,0.0007566927,0.9958551,0.00003267511,0.00005834924,0.00001540723,0.0007410838,0.00008003274,0.001325973,0.0002573924,0.00005751726,0.0005968348],"study_design_scores_gemma":[0.004260742,0.0001182842,0.9391488,0.0003668453,0.00002122868,0.00002245024,0.0003496912,0.05417169,0.0008660953,0.000535279,0.00001291006,0.0001259316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991044,0.0000840404,0.00004626488,0.0001358575,0.0002111464,0.0002229666,0.00003111003,0.000009511815,0.000154737],"genre_scores_gemma":[0.9992661,0.0000221007,0.0003804848,0.00005214259,0.00002039032,0.00004973868,0.0001561982,0.00001010727,0.00004266858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05670625,"threshold_uncertainty_score":0.4666336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010623244","doi":"10.1155/2013/571685","title":"Open Reduction Internal Fixation Poststernotomy Mediastinitis","year":2013,"lang":"en","type":"article","venue":"Plastic Surgery International","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Reduction (mathematics); Mediastinitis; Internal fixation; Fixation (population genetics); Computer science; Medicine; Surgery; Mathematics; Environmental health","authors":[{"name":"Hani Sinno","is_ca":true},{"name":"Tassos Dionisopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03192730849829691,"gpt":0.3001186825032179,"spread":0.268191374004921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000318826,0.0001545466,0.0002477797,0.0003391227,0.00006051358,0.0002207366,0.0001957611,0.00009283797,0.05104624],"category_scores_gemma":[0.002309985,0.0001441587,0.0001576028,0.0001929158,0.00005380754,0.0008293095,0.0001605808,0.0001942097,0.002170342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119103,"about_ca_system_score_gemma":0.00008517653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003170366,"about_ca_topic_score_gemma":0.00000578224,"domain_scores_codex":[0.9983655,0.0000731957,0.0005261906,0.0003259035,0.0005058732,0.0002033596],"domain_scores_gemma":[0.9976444,0.001359007,0.0002316774,0.000154039,0.000435562,0.000175319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00106727,0.001152031,0.6754827,0.00006033087,0.0007481612,0.000132308,0.0002059177,0.00008049632,0.01461549,0.001268491,0.05817349,0.2470133],"study_design_scores_gemma":[0.001700027,0.0001083769,0.9476529,0.0004622484,0.00006527728,0.001871673,0.00009587412,0.004748119,0.002905575,0.000879366,0.03920482,0.0003057908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652995,0.00001125724,0.00543585,0.002724971,0.009116729,0.0004746391,0.00001364915,0.000133486,0.01678986],"genre_scores_gemma":[0.9955314,0.00001887062,0.0003291073,0.0002548528,0.0007404006,0.0002079841,0.0003553584,0.00002323087,0.002538839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2721701,"threshold_uncertainty_score":0.9986066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}